Cut-off levels are predetermined thresholds used to distinguish between different outcomes, such as pass/fail or positive/negative results, in various fields like medicine, education, and drug testing. These levels are crucial for decision-making processes as they help standardize evaluations and ensure consistent and objective assessments.